{"id":"cmuxinz0y0tlbad078d5gbnel","slug":"torchdrug","publicId":"fac237a7-6122-4d3c-bd35-0bd4963d1dab","name":"torchdrug","description":"Builds and troubleshoots TorchDrug 0.2.1 workflows for molecular graphs, property prediction, self-supervised pretraining, molecule generation, retrosynthesis, protein representation learning, and knowledge graph reasoning. Use when code imports torchdrug or needs its datasets, models, tasks, or Engine.","version":"1.4","author":"k-dense-ai","license":"Apache-2.0 license","compatibility":"Requires Python 3.7-3.10, PyTorch 1.8-2.0, compatible torch-scatter/torch-cluster, RDKit, and fair-esm. Apple Silicon is CPU-only and requires native builds; MPS is unsupported. Network access is needed for uncached datasets and weights.","status":"completed","overallGrade":"B","scannerVersion":11,"fileCount":10,"hasSkillMd":true,"hasScripts":false,"hasReferences":true,"hasEvals":false,"hasAssets":false,"sourceType":"github","sourceUrl":"https://github.com/k-dense-ai/scientific-agent-skills/tree/main/skills/torchdrug","createdAt":"2026-10-07T02:56:55.454Z","completedAt":"2026-10-07T02:56:55.367Z","visibility":"public","publishedAt":"2026-09-10T21:05:18.416Z","category":"","frameworks":[],"badgeStatus":"conditional","downloadCount":0,"verdictRationale":{"summary":"Skill has warnings: 1 warning in security or structure checks.","verdict":"warn","scanners":[{"source":"vettd","weight":1,"verdict":"warn"},{"source":"cisco","weight":0.8,"verdict":"pass"}],"consensus":"warn","warnTriggers":["References external URL — review for indirect prompt injection risk"],"policyVersion":"consensus-v1","hardFailTriggers":[]},"verdictPolicyVersion":"consensus-v1","skillId":"cmtw0nn0ib9qdad07qp4t5rup","findings":[{"id":"cmuxinz0y0tlcad077r3o7wge","source":"vettd","category":"security","label":"References external URL — review for indirect prompt injection risk","detail":"External URL(s) detected in SKILL.md — referenced content can change after audit","severity":"medium","ruleId":"VTD-0088","owaspLlmCategory":null,"intent":null,"chainId":null,"fingerprint":"42638a8b7e9fc5df27449992eaebc724","filepath":"SKILL.md"}],"scannerRuns":[{"source":"cisco","status":"success","verdict":null,"grade":"A","findingCount":0,"criticalCount":0,"highCount":0},{"source":"vettd","status":"success","verdict":null,"grade":"B","findingCount":1,"criticalCount":0,"highCount":0}],"user":{"name":"Kris Mondlane","image":"https://avatars.githubusercontent.com/u/237055?v=4"},"repository":{"owner":"k-dense-ai","name":"scientific-agent-skills"},"freshness":{"status":"verified_unchanged","reason":null,"retryable":false,"renamedTo":null,"lastCheckedAt":"2026-10-22T06:37:40.376Z","lastVerifiedAt":"2026-10-22T06:37:40.376Z","lastChangeDetectedAt":"2026-10-06T10:20:24.295Z","scannedHash":"1b2d85ae73d397fc86e9a7c69a17c7246de0d1d6","latestUpstreamHash":"1b2d85ae73d397fc86e9a7c69a17c7246de0d1d6","nextCheckDueAt":"2026-10-23T07:47:57.535Z"},"signalCategories":[{"category":"safety","label":"Safety","form":"graded","verdict":null,"rows":[]},{"category":"reliability","label":"Reliability & Quality","form":"graded","verdict":null,"rows":[]},{"category":"performance","label":"Performance","form":"measured","verdict":{"form":"measured","magnitudes":[{"ruleId":"performance/static-context-tokens","label":"Static context tokens","value":2841,"unit":null,"method":"tiktoken/cl100k_base/skill-md-body"}]},"rows":[{"origin":"signal","id":"cmuxio1e10txgad07z590609w","subjectType":"skill_audit","subjectId":"cmuxinz0y0tlbad078d5gbnel","relatedType":"","relatedId":"","dataCategory":"performance","sourceClass":"scan","source":"vettd","ruleId":"performance/progressive-disclosure","severity":null,"label":"Progressive disclosure","detail":null,"valueNum":null,"valueText":"present","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:56:51.000Z","payload":null},{"origin":"signal","id":"cmuxinzek0tn7ad075mzghkl9","subjectType":"skill_audit","subjectId":"cmuxinz0y0tlbad078d5gbnel","relatedType":"","relatedId":"","dataCategory":"performance","sourceClass":"scan","source":"vettd","ruleId":"performance/static-context-tokens","severity":null,"label":"Static context tokens","detail":null,"valueNum":2841,"valueText":null,"unit":null,"method":"tiktoken/cl100k_base/skill-md-body","derivation":null,"confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:56:51.000Z","payload":null}]},{"category":"cost","label":"Cost","form":"measured","verdict":null,"rows":[]},{"category":"compatibility","label":"Compatibility","form":"unjudged","verdict":{"form":"unjudged"},"rows":[{"origin":"signal","id":"cmuxinzhx0tnuad07r16ps854","subjectType":"skill_audit","subjectId":"cmuxinz0y0tlbad078d5gbnel","relatedType":"","relatedId":"","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-environment-assumptions","severity":null,"label":"Declared environment assumptions","detail":null,"valueNum":null,"valueText":"Requires Python 3.7-3.10, PyTorch 1.8-2.0, compatible torch-scatter/torch-cluster, RDKit, and fair-esm. Apple Silicon is CPU-only and requires native builds; MPS is unsupported. Network access is needed for uncached datasets and weights.","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:56:51.000Z","payload":null},{"origin":"signal","id":"cmuxio0er0ts5ad07swtv4h4j","subjectType":"skill_audit","subjectId":"cmuxinz0y0tlbad078d5gbnel","relatedType":"","relatedId":"","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-name","severity":null,"label":"Declared skill name","detail":null,"valueNum":null,"valueText":"torchdrug","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:56:51.000Z","payload":null},{"origin":"signal","id":"cmuxinzpp0tpcad077da3nolc","subjectType":"skill_audit","subjectId":"cmuxinz0y0tlbad078d5gbnel","relatedType":"declared_tool","relatedId":"Bash","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-required-tools","severity":null,"label":"Declared required tool","detail":null,"valueNum":null,"valueText":"Bash","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:56:51.000Z","payload":null},{"origin":"signal","id":"cmuxinzq70tpoad0737s14yfn","subjectType":"skill_audit","subjectId":"cmuxinz0y0tlbad078d5gbnel","relatedType":"declared_tool","relatedId":"Edit","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-required-tools","severity":null,"label":"Declared required tool","detail":null,"valueNum":null,"valueText":"Edit","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:56:51.000Z","payload":null},{"origin":"signal","id":"cmuxinzv60tq4ad07ad927rlx","subjectType":"skill_audit","subjectId":"cmuxinz0y0tlbad078d5gbnel","relatedType":"declared_tool","relatedId":"Read","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-required-tools","severity":null,"label":"Declared required tool","detail":null,"valueNum":null,"valueText":"Read","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:56:51.000Z","payload":null},{"origin":"signal","id":"cmuxinzy80tqjad07eip3nsxe","subjectType":"skill_audit","subjectId":"cmuxinz0y0tlbad078d5gbnel","relatedType":"declared_tool","relatedId":"Write","dataCategory":"compatibility","sourceClass":"scan","source":"vettd","ruleId":"compatibility/declared-required-tools","severity":null,"label":"Declared required tool","detail":null,"valueNum":null,"valueText":"Write","unit":null,"method":null,"derivation":"read","confidence":null,"sampleSize":null,"synthetic":false,"firstParty":true,"observedAt":"2026-10-07T02:56:51.000Z","payload":null}]},{"category":"sentiment","label":"Popularity","form":"unjudged","verdict":null,"rows":[]},{"category":"characteristics","label":"Characteristics","form":"unjudged","verdict":null,"rows":[]}],"signalCount":28,"publisherSupplied":["name","description","author","version","license"]}